Hi Outlook, The explanation in DataTypes is correct, it is compliant to SQL standard. The problem is that JsonRowDeserializationSchema only support RFC-3339. On the other hand, CsvRowDeserializationSchema supports to parse "2019-07-09 02:02:00.040".
So the question is shall we insist on the RFC-3339 "standard"? Shall we loosen it for usability? What do you think @Dawid Wysakowicz <dwysakow...@apache.org> ? Best, Jark On Wed, 26 Feb 2020 at 09:29, Outlook <niyanc...@outlook.com> wrote: > Thanks Godfrey and Leonard, I tried your answers, result is OK. > > > BTW, I think if only accept such format for a long time, the TIME and > TIMESTAMP methods' doc in `org.apache.flink.table.api.DataTypes` may be > better to update, > > because the document now is not what the method really support. For > example, > > > ``` > /** > * Data type of a time WITHOUT time zone {@code TIME} with no fractional > seconds by default. > * > * <p>An instance consists of {@code hour:minute:second} with up to second > precision > * and values ranging from {@code 00:00:00} to {@code 23:59:59}. > * > * <p>Compared to the SQL standard, leap seconds (23:59:60 and 23:59:61) > are not supported as the > * semantics are closer to {@link java.time.LocalTime}. A time WITH time > zone is not provided. > * > * @see #TIME(int) > * @see TimeType > */ > public static DataType TIME() { > return new AtomicDataType(new TimeType()); > > }``` > > > Thanks again. > > Original Message > *Sender:* Leonard Xu<xbjt...@gmail.com> > *Recipient:* godfrey he<godfre...@gmail.com> > *Cc:* Outlook<niyanc...@outlook.com>; user<user@flink.apache.org> > *Date:* Tuesday, Feb 25, 2020 22:56 > *Subject:* Re: TIME/TIMESTAMP parse in Flink TABLE/SQL API > > Hi,Outlook > Godfrey is right, you should follow the json format[1] when you parse your > json message. > You can use following code to produce a json data-time String. > ``` > > Long time = System.currentTimeMillis(); > DateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss.SSS'Z'"); > Date date = new Date(time); > String jsonSchemaDate = dateFormat.format(date); > > ``` > [1] > https://json-schema.org/understanding-json-schema/reference/string.html#dates-and-times > > 在 2020年2月25日,22:15,godfrey he <godfre...@gmail.com> 写道: > > hi, I find that JsonRowDeserializationSchema only supports date-time with > timezone according to RFC 3339. So you need add timezone to time data (like > 14:02:00Z) and timestamp data(2019-07-09T02:02:00.040Z). Hope it can help > you. > > Bests, > godfrey > > Outlook <niyanc...@outlook.com> 于2020年2月25日周二 下午5:49写道: > >> By the way, my flink version is 1.10.0. >> >> Original Message >> *Sender:* Outlook<niyanc...@outlook.com> >> *Recipient:* user<user@flink.apache.org> >> *Date:* Tuesday, Feb 25, 2020 17:43 >> *Subject:* TIME/TIMESTAMP parse in Flink TABLE/SQL API >> >> Hi all, >> >> I read json data from kafka, and print to console. When I do this, some >> error occurs when time/timestamp deserialization. >> >> json data in Kafka: >> >> ``` >> { >> "server_date": "2019-07-09", >> "server_time": "14:02:00", >> "reqsndtime_c": "2019-07-09 02:02:00.040" >> } >> ``` >> >> flink code: >> >> ``` >> bsTableEnv.connect( >> new Kafka() >> .version("universal") >> .topic("xxx") >> .property("bootstrap.servers", "localhost:9092") >> .property("zookeeper.connect", "localhost:2181") >> .property("group.id", "g1") >> .startFromEarliest() >> ).withFormat( >> new Json() >> .failOnMissingField(false) >> ).withSchema( >> new Schema() >> .field("server_date", DataTypes.DATE()) >> .field("server_time", DataTypes.TIME()) >> .field("reqsndtime_c", DataTypes.TIMESTAMP(3)) >> ).inAppendMode() >> .createTemporaryTable("xxx”); >> ``` >> >> >> server_date with format is ok, but server_time with DataTypes.DATE() >> and reqsndtime_c with DataTypes.TIMESTAMP(3) cause error. If I change them >> to DataTypes.STRING(), everything will be OK. >> >> Error message: >> ``` >> Exception in thread "main" java.util.concurrent.ExecutionException: >> org.apache.flink.client.program.ProgramInvocationException: Job failed >> (JobID: 395d1ba3d41f92734d4ef25aa5f9b4a1) >> at >> java.util.concurrent.CompletableFuture.reportGet(CompletableFuture.java:357) >> at java.util.concurrent.CompletableFuture.get(CompletableFuture.java:1895) >> at >> org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1640) >> at >> org.apache.flink.streaming.api.environment.LocalStreamEnvironment.execute(LocalStreamEnvironment.java:74) >> at >> org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1620) >> at >> org.apache.flink.table.planner.delegation.StreamExecutor.execute(StreamExecutor.java:42) >> at >> org.apache.flink.table.api.internal.TableEnvironmentImpl.execute(TableEnvironmentImpl.java:643) >> at cn.com.agree.Main.main(Main.java:122) >> Caused by: org.apache.flink.client.program.ProgramInvocationException: >> Job failed (JobID: 395d1ba3d41f92734d4ef25aa5f9b4a1) >> at >> org.apache.flink.client.deployment.ClusterClientJobClientAdapter.lambda$null$6(ClusterClientJobClientAdapter.java:112) >> at >> java.util.concurrent.CompletableFuture.uniApply(CompletableFuture.java:602) >> at >> java.util.concurrent.CompletableFuture$UniApply.tryFire(CompletableFuture.java:577) >> at >> java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:474) >> at >> java.util.concurrent.CompletableFuture.complete(CompletableFuture.java:1962) >> at >> org.apache.flink.runtime.concurrent.FutureUtils$1.onComplete(FutureUtils.java:874) >> at akka.dispatch.OnComplete.internal(Future.scala:264) >> at akka.dispatch.OnComplete.internal(Future.scala:261) >> at akka.dispatch.japi$CallbackBridge.apply(Future.scala:191) >> at akka.dispatch.japi$CallbackBridge.apply(Future.scala:188) >> at scala.concurrent.impl.CallbackRunnable.run(Promise.scala:36) >> at >> org.apache.flink.runtime.concurrent.Executors$DirectExecutionContext.execute(Executors.java:74) >> at >> scala.concurrent.impl.CallbackRunnable.executeWithValue(Promise.scala:44) >> at >> scala.concurrent.impl.Promise$DefaultPromise.tryComplete(Promise.scala:252) >> at akka.pattern.PromiseActorRef.$bang(AskSupport.scala:572) >> at >> akka.pattern.PipeToSupport$PipeableFuture$$anonfun$pipeTo$1.applyOrElse(PipeToSupport.scala:22) >> at >> akka.pattern.PipeToSupport$PipeableFuture$$anonfun$pipeTo$1.applyOrElse(PipeToSupport.scala:21) >> at scala.concurrent.Future$$anonfun$andThen$1.apply(Future.scala:436) >> at scala.concurrent.Future$$anonfun$andThen$1.apply(Future.scala:435) >> at scala.concurrent.impl.CallbackRunnable.run(Promise.scala:36) >> at >> akka.dispatch.BatchingExecutor$AbstractBatch.processBatch(BatchingExecutor.scala:55) >> at >> akka.dispatch.BatchingExecutor$BlockableBatch$$anonfun$run$1.apply$mcV$sp(BatchingExecutor.scala:91) >> at >> akka.dispatch.BatchingExecutor$BlockableBatch$$anonfun$run$1.apply(BatchingExecutor.scala:91) >> at >> akka.dispatch.BatchingExecutor$BlockableBatch$$anonfun$run$1.apply(BatchingExecutor.scala:91) >> at scala.concurrent.BlockContext$.withBlockContext(BlockContext.scala:72) >> at >> akka.dispatch.BatchingExecutor$BlockableBatch.run(BatchingExecutor.scala:90) >> at akka.dispatch.TaskInvocation.run(AbstractDispatcher.scala:40) >> at >> akka.dispatch.ForkJoinExecutorConfigurator$AkkaForkJoinTask.exec(ForkJoinExecutorConfigurator.scala:44) >> at akka.dispatch.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260) >> at >> akka.dispatch.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339) >> at akka.dispatch.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979) >> at >> akka.dispatch.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107) >> Caused by: org.apache.flink.runtime.client.JobExecutionException: Job >> execution failed. >> at >> org.apache.flink.runtime.jobmaster.JobResult.toJobExecutionResult(JobResult.java:147) >> at >> org.apache.flink.client.deployment.ClusterClientJobClientAdapter.lambda$null$6(ClusterClientJobClientAdapter.java:110) >> ... 31 more >> Caused by: org.apache.flink.runtime.JobException: Recovery is suppressed >> by NoRestartBackoffTimeStrategy >> at >> org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.handleFailure(ExecutionFailureHandler.java:110) >> at >> org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.getFailureHandlingResult(ExecutionFailureHandler.java:76) >> at >> org.apache.flink.runtime.scheduler.DefaultScheduler.handleTaskFailure(DefaultScheduler.java:192) >> at >> org.apache.flink.runtime.scheduler.DefaultScheduler.maybeHandleTaskFailure(DefaultScheduler.java:186) >> at >> org.apache.flink.runtime.scheduler.DefaultScheduler.updateTaskExecutionStateInternal(DefaultScheduler.java:180) >> at >> org.apache.flink.runtime.scheduler.SchedulerBase.updateTaskExecutionState(SchedulerBase.java:484) >> at >> org.apache.flink.runtime.jobmaster.JobMaster.updateTaskExecutionState(JobMaster.java:380) >> at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) >> at >> sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) >> at >> sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) >> at java.lang.reflect.Method.invoke(Method.java:498) >> at >> org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcInvocation(AkkaRpcActor.java:279) >> at >> org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcMessage(AkkaRpcActor.java:194) >> at >> org.apache.flink.runtime.rpc.akka.FencedAkkaRpcActor.handleRpcMessage(FencedAkkaRpcActor.java:74) >> at >> org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleMessage(AkkaRpcActor.java:152) >> at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:26) >> at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:21) >> at scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123) >> at akka.japi.pf.UnitCaseStatement.applyOrElse(CaseStatements.scala:21) >> at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:170) >> at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171) >> at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171) >> at akka.actor.Actor$class.aroundReceive(Actor.scala:517) >> at akka.actor.AbstractActor.aroundReceive(AbstractActor.scala:225) >> at akka.actor.ActorCell.receiveMessage(ActorCell.scala:592) >> at akka.actor.ActorCell.invoke(ActorCell.scala:561) >> at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:258) >> at akka.dispatch.Mailbox.run(Mailbox.scala:225) >> at akka.dispatch.Mailbox.exec(Mailbox.scala:235) >> ... 4 more >> Caused by: java.io.IOException: Failed to deserialize JSON object. >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.deserialize(JsonRowDeserializationSchema.java:133) >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.deserialize(JsonRowDeserializationSchema.java:76) >> at >> org.apache.flink.streaming.connectors.kafka.internals.KafkaDeserializationSchemaWrapper.deserialize(KafkaDeserializationSchemaWrapper.java:45) >> at >> org.apache.flink.streaming.connectors.kafka.internal.KafkaFetcher.runFetchLoop(KafkaFetcher.java:140) >> at >> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.run(FlinkKafkaConsumerBase.java:715) >> at >> org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:100) >> at >> org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:63) >> at >> org.apache.flink.streaming.runtime.tasks.SourceStreamTask$LegacySourceFunctionThread.run(SourceStreamTask.java:196) >> Caused by: java.time.format.DateTimeParseException: *Text '14:02:00' >> could not be parsed at index 8* >> at >> java.time.format.DateTimeFormatter.parseResolved0(DateTimeFormatter.java:1949) >> at java.time.format.DateTimeFormatter.parse(DateTimeFormatter.java:1777) >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.convertToLocalTime(JsonRowDeserializationSchema.java:390) >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.lambda$wrapIntoNullableConverter$d586c97$1(JsonRowDeserializationSchema.java:236) >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.convertField(JsonRowDeserializationSchema.java:439) >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.lambda$assembleRowConverter$77f7700$1(JsonRowDeserializationSchema.java:418) >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.lambda$wrapIntoNullableConverter$d586c97$1(JsonRowDeserializationSchema.java:236) >> at >> org.apache.flink.formats.json.JsonRowDeserializationSchema.deserialize(JsonRowDeserializationSchema.java:131) >> ... 7 more >> >> Process finished with exit code 1 >> ``` >> >> reqsndtime_c with DataTypes.TIMESTAMP(3) has similar exception. I see >> the doc, DataTypes.TIME() value range is from {@code 00:00:00} to {@code >> 23:59:59} , DataTypes.TIMESTAMP value range is from {@code 0000-01-01 >> 00:00:00.000000000} to >> * {@code 9999-12-31 23:59:59.999999999}. And my value is in the range, I >> don’t know why. And I see this may be bug in java 8, I change jdk to 11, >> error still occurs. >> >> Can someone give me some help, thanks in advance. >> > >